Knowledge Modeling for Educational Games

  • Miroslav Minović
  • Miloš Milovanović
  • Dusan Starcevic
  • Mlađan Jovanović
Part of the Lecture Notes in Computer Science book series (LNCS, volume 5736)


Use of educational games during teaching process does not represent a new topic. However question “How to address the knowledge in educational games?” is still open. The purpose of this paper is to propose a model that will attempt to establish the balance between knowledge integration into game on one side, and its reusability on other. Our model driven approach is relying on use of Learning Objects (LO) as constructing pieces of knowledge resources which are specialized for educational game design purpose. Presented models contribute to methodology of educational games development in a way that they embrace principles of learning and knowledge management early in design process. We demonstrated applicability of our models in design case study, where we developed educational game editor where educator can easily define new educational game utilizing existing knowledge, assessment and multimedia from repository.


Knowledge modeling Educational game MDA Metamodels 


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  1. 1.
    Pivec, M.: Editorial: Play and learn: potentials of game-based learning. British Journal of Educational Technology 38(3), 387–393 (2007)CrossRefGoogle Scholar
  2. 2.
    Federation of American Scientists, R&D Challenges in Games for Learning. Tech. Rep., Washington D.C. (2006),
  3. 3.
    De Aguilera, M., Mendiz, A.: Video games and Education. Computers in entertainment 1(1) (2003)Google Scholar
  4. 4.
    Estallo, J.A.: Los videojugos. Juicios e prejuicios. Planeta, Barcelona (1995)Google Scholar
  5. 5.
    Jovanović, J., Gašević, D., Brooks, C., Devedžić, V., Hatala, M., Eap, T., Richards, G.: Using Semantic Web Technologies to Analyze Learning Content. IEEE Internet Computing 11(5), 45–53 (2007)CrossRefGoogle Scholar
  6. 6.
    Gašević, D., Jovanović, J., Devedžić, V.: Enhancing Learning Object Content on the Semantic Web. In: Proceedings of the IEEE International Conference on Advanced Learning Technologies ICALT 2004, Joensuu, Finland (2004)Google Scholar
  7. 7.
    Ronchetti, M., Saini, P.: Knowledge management in an e-learning system. In: Proceedings of the 4th IEEE International Conference on Advanced Learning Technologies ICALT 2004, Joensuu, Finland, pp. 365–369 (2004)Google Scholar
  8. 8.
    Kostas, M., Psarras, J., Papastefanatos, S.: Knowledge and information management in elearning environments: The user agent architecture. Inf. Manage. Comput. Security 10(4), 165–170 (2002)CrossRefGoogle Scholar
  9. 9.
    Kickmeier-Rust, M.D., Albert, D.: The ELEKTRA ontology model: A learner-centered approach to resource description. In: Leung, H., Li, F., Lau, R., Li, Q. (eds.) ICWL 2007. LNCS, vol. 4823, pp. 78–89. Springer, Heidelberg (2008)CrossRefGoogle Scholar
  10. 10.
    Antoniou, G., van Harmelen, F.: Web ontology language: OWL. In: Staab, S., Studer, R. (eds.) Handbook on ontologies, pp. 67–92. Springer, Heidelberg (2004)CrossRefGoogle Scholar
  11. 11.
    Brajnik, G.: Modeling Content and Expression of Learning Objects in Multimodal Learning Management Systems. In: Proceedings of Universal Access in Human-Computer Interaction, pp. 501–510. Springer, Heidelberg (2007)Google Scholar
  12. 12.
    Reinhardt, G., Cook, L.: Is This a Game or a Learning Moment? Decision Sciences Journal of Innovative Education 4(2), 301–304 (2006)CrossRefGoogle Scholar
  13. 13.
    Squire, K.B.: Electromagnetism supercharged! Learning physics with digital simulation games. In: Proceedings of the 2004 International Conference of the Learning Sciences, Santa Monica (2004)Google Scholar
  14. 14.
    Moser, R.: A fantasy adventure game as a learning environment: Why learning to program is so difficult and what can be done about. In: Proceedings of the ITiCSE 1997, Uppsala, Sweden (1997)Google Scholar
  15. 15.
    El-Nasr, M., Smith, B.: Learning through game modding. ACM Computers in entertainment 4(1), article 3B (2006)Google Scholar
  16. 16.
    Steiner, B., Kaplan, N., Moulthrop, S.: When play works: Turning game-playing into learning. In: Proceedings of IDC 2006, Tampere, Finland (2006)Google Scholar
  17. 17.
    Selic., B.: The pragmatics of model-driven development. IEEE Software, pp. 19–25 (2003)Google Scholar
  18. 18.
    Bezivin, J.: From Object Composition to Model Transformation with the MDA. In: Proceedings of TOOLS. IEEE CS Press, Santa Barbara (2001)Google Scholar
  19. 19.
    Obrenovic, Z., Starcevic, D.: Modeling multimodal Human-Computer interaction. IEEE Computer 37(9), 62–69 (2004)CrossRefGoogle Scholar
  20. 20.
    Minović, M., Milovanović, M., Jovanović, M., Starčević, D.: Model Driven Development of User Interfaces for Educational Games. Accepted for presentation at Human System Interaction conference, Catania, Italy, May 21-23 (2009)Google Scholar
  21. 21.
    Minović, M., Milovanović, M., Lazović, M., Starčević, D.: XML Application For Educative Games. In: Proceedings of European Conference on Games Based Learning ECGBL 2008, Barcelona, Spain (2008)Google Scholar
  22. 22.
    Jovanovic, M., Starcevic, D., Stavljanin, V., Minovic, M.: Educational Games Design Issues: Motivation and Multimodal Interaction. In: Lytras, M.D., Carroll, J.M., Damiani, E., Tennyson, R.D. (eds.) WSKS 2008. LNCS (LNAI), vol. 5288, pp. 215–224. Springer, Heidelberg (2008)CrossRefGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2009

Authors and Affiliations

  • Miroslav Minović
    • 1
  • Miloš Milovanović
    • 1
  • Dusan Starcevic
    • 1
  • Mlađan Jovanović
    • 2
  1. 1.Faculty of Organizational Sciences, Laboratory for Multimedia CommunicationsUniversity of BelgradeSerbia
  2. 2.Faculty of Electrical EngineeringUniversity of BelgradeSerbia

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